Information Systems and Applications, incl. Internet/Web, and HCI

Machine Learning, Optimization, and Data Science

5th International Conference, LOD 2019, Siena, Italy, September 10–13, 2019, Proceedings

Editors: Nicosita, G., Pardalos, P., Umeton, R., Giuffrida, G., Sciacca, V. (Eds.)

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  • ISBN 978-3-030-37599-7
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Softcover $119.99
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About this book

This book constitutes the post-conference proceedings of the 5th International Conference on Machine Learning, Optimization, and Data Science, LOD 2019, held in Siena, Italy, in September 2019. The 54 full papers presented were carefully reviewed and selected from 158 submissions. The papers cover topics in the field of machine learning, artificial intelligence, reinforcement learning, computational optimization and data science presenting a substantial array of ideas, technologies, algorithms, methods and applications.

Table of contents (64 chapters)

Table of contents (64 chapters)
  • Deep Neural Network Ensembles

    Pages 1-12

    Tao, Sean

  • Driver Distraction Detection Using Deep Neural Network

    Pages 13-23

    Monjezi Kouchak, Shokoufeh (et al.)

  • Deep Learning Algorithms for Complex Pattern Recognition in Ultrasonic Sensors Arrays

    Pages 24-35

    Mazzia, Vittorio (et al.)

  • An Information Analysis Approach into Feature Understanding of Convolutional Deep Neural Networks

    Pages 36-44

    Sadeghi, Zahra

  • Stochastic Weight Matrix-Based Regularization Methods for Deep Neural Networks

    Pages 45-57

    Reizinger, Patrik (et al.)

Buy this book

eBook $89.00
price for USA in USD (gross)
  • ISBN 978-3-030-37599-7
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $119.99
price for USA in USD
  • ISBN 978-3-030-37598-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Machine Learning, Optimization, and Data Science
Book Subtitle
5th International Conference, LOD 2019, Siena, Italy, September 10–13, 2019, Proceedings
Editors
  • Giuseppe Nicosita
  • Panos Pardalos
  • Renato Umeton
  • Giovanni Giuffrida
  • Vincenzo Sciacca
Series Title
Information Systems and Applications, incl. Internet/Web, and HCI
Series Volume
11943
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-37599-7
DOI
10.1007/978-3-030-37599-7
Softcover ISBN
978-3-030-37598-0
Edition Number
1
Number of Pages
XXVI, 772
Number of Illustrations
65 b/w illustrations, 160 illustrations in colour
Topics